Bibliographic record
Abstract
James Barrie was born in 1860 in Scotland.When he was six his brother David died at thirteen in a skating accident, and his mother retired to her bedroom for months.It is commonly agreed that Barrie decided to comfort his mother by becoming his dead brother, using his clothes, mimicking his habits, and remaining always a boy.Besides, Barrie was very short and thin since childhood.At eighteen he didn't enjoy the company or the interests of the men of his age, which included women.In his notebooks, he wrote things like "Greatest horror, dream I am married, wake up shrieking ... Grow up and have to give up marbles, awful thought".He became a successful playwright in London, where he had literary friends like Conan Doyle and was acquainted with Milne, and married an actress, the protagonist of one of his plays, Walker, London (1892).The couple never had children.They bought a St. Bernard who was bigger than any of them and whom they called Porthos.Barrie used to take Porthos for a walk in Kesington Gardens, and it was there that he met the Llewelyn Davies's , the most glamorous and well-connected family in London, who had five sons.Barrie became a close friend of this family, adored Sylvia, the mother, and regularly took the boys out to play or to the theatre.He also played with them and his dog in Kesington Gardens, where the children spent afternoons with their nanny.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.742 | 0.541 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".